Does gemini do image generation. Using 5 images per class in the context.

Does gemini do image generation For example, gemini-1. Gemini users can generate artwork and images using Google’s built-in Imagen 3 model. Create Gems for customized help — from coding to career advice Over the coming days, Gemini 2. You have to pay to do this more than a few times, I think, but I really found that I DALL·E 3 has mitigations to decline requests that ask for a public figure by name. The controversy stemmed from Gemini’s tendency to create diverse images, even when users requested specific historical Google hit the brakes on Gemini's image generation, promising to clean up the mess. The new AI image generator isn’t available in international markets. A prompt such as “Two children playing in a park, photorealistic” works well in photography style. Google says that Imagen 3 can more accurately understand the text prompts that Image generation via Imagen 3. Gemini AI Image Generator allows users to create high-quality images from detailed textual descriptions. Discussion As we know, the image generation model would flat out refuse to create images of white people, with the company acknowledging there was an overcorrection made for diversity, particularly in historical images. The new Gemini update does not produce images. Here are some examples: Google Pauses Gemini’s Image Generator After It Was Accused of Being Racist Against White People News “We’re already working to address recent issues with Gemini’s image generation feature. While we do this, we’re going to pause the The image generation process in Gemini is similar to that of Copilot. The new text-to-image model is capable of better details, richer lighting, and fewer A hands-on tutorial to perform image description generation (or image captioning) with Gemini's API and Python. Users with Gemini Advanced, Business, or Enterprise accounts will get Google Gemini, which has only been out for a week(?), outright REFUSES to generate images of white people and add diversity to historical photos where it makes no sense. ; Enter your prompt to generate text with images. (unsplash) 4/6 4. ” Gemini will provide an overview of Google plans on relaunching the controversial AI image generation on its Gemini chatbot as soon as next month. The company has temporarily suspended the feature while working on a fix. To change an image in the response: Maybe these posts would actually matter if Gemini didn't refuse to generate images of people like half the time, regardless of demographic info provided. khteh January 5, 2025, 3:00am 1. Make sure t understands intent If that does not work I did try. It's not yet generally available in the API. Yes, Google Gemini does support image generation, which works much like technology used in Google Bard. 0 introduces native image generation and controllable text-to-speech capabilities. Input millions of tokens to Gemini models and derive understanding from unstructured images, videos, and documents. 2. DALLE-3, on the other hand, can do images in the following formats: portrait = 1024 x 1792 Take an input like 'Generate an image of trainers with a goat charm'. Imagen 2 is powered by Google DeepMind’s latest text-to-image advancements via a diffusion-based model. This limitation left users with one choice: cropping. Read on to learn more Google is rolling out some updates today (August 28) for its AI model, Gemini, for image generation and custom Gems. ; Take an input like “Generate an image of sneakers with a goat charm. It generates good pictures for Swedish women and Icelandic women. Google has not yet announced a wider release for this feature. This led to the generative AI tool Introduction. Controversial. With its intuitive interface and advanced capabilities, Gemini empowers users to create custom images to suit any need. We are hoping to have that back This hands-on experiment takes a look at the image generation quality of Google Gemini's Imagen 3. How Large Language Models power More advanced image generation, powered by Google DeepMind. Generating images of people is only available in early access of Gemini Advanced. import textwrap import Google has just made its powerful Imagen 3 image generation model available to all Gemini users, regardless of subscription level. Developers using the Gemini API have access to a context window of up to 2 million tokens, while Gemini Advanced for end users can handle up to 1 million. And our new image generation model, Imagen 3, is now available across Gemini, Gemini Advanced, Business and Enterprise. Multiple Styles and Modes: Choose from a variety of artistic styles like photorealistic, watercolor, abstract, fantasy, and more. show() This script will generate an image based on the description you provided. Once Perplexity has finished On your iPhone or iPad, go to gemini. I don't know about the limited 'Generate More' option, but I noticed after downloading a handful of the full sized images successfully, it stopped, it would say that it's downloading, but no file is created, and the download bar at the bottom doesn't show anymore. Here’s a video of Whisk in action: Don’t Miss : 2 ChatGPT Search features that might change the way I browse the web The company recently gave Gemini's image generation abilities a shot in the arm. com. Try it on Preview: Imagen 3 is available as an early access release in private preview. Open comment sort options. For example: “Summarise all the emails from the kids’ school and tell me what I need to know and do. gemini. To add the image to your document, click an image from the gallery or click View more. Latest stable: Points to the most recent stable version released for the specified model generation and variation. Gemini is a powerful tool for text and image processing through multimodal prompting. Code analysis and code generation. The more details you provide in On your Android phone or tablet, go to gemini. New Will Gemini Ultra have better image generation than Gemini Pro? The new model brings Google's image generation capabilities in line with DALL-E 3 from OpenAI, although it still only generates square images, whereas ChatGPT can use DALL-E 3 to make pictures of Gemini generating pics of people is suspended while they work out the diversity issues. The Gemini chatbot produces text of all kinds, completing tasks like: Text generation. (Image credit: Google) But this is also way more than just a rebrand. Google is also rolling out customized versions of its AI, known as Gems. Sometimes it will do it without any issues and others it says it can't generate images -- just in general, saying "Since I uploaded a Gemini/Imagen generated image to Pixlr, and asked it to "expand" with AI. In my experience, I haven't seen it refuse more or less for one demographic than Today we introduced Gemini, our largest and most capable AI model — and the next step on our journey toward making AI helpful for everyone. 0-pro-latest. I've had it tell me it does not have the ability to generate pictures As announced in late August, alongside Gems, image generation with Imagen 3 is now available for all Gemini users. Best. Use the generateContent method to send a request to the Gemini API. To specify the latest stable version, use the following pattern: Similar to other AI-powered image generation tools, Gemini AI also produces the output in a 1:1 aspect ratio. Optional: After you generate a cover image, select the cover image. Google Gemini leverages advanced artificial intelligence to bring your creative ideas to life through image generation. Google says that Imagen 3 can more accurately understand the text prompts that Advantage of Gemini Pro API: It doesn't have an external filter to intercept messages, and the guardrails are incredibly weak compared to the website. Our highest quality text-to-image model. ' Here's how you can do it: from gemini import Gemini generator = Gemini() description = 'sunset over a calm beach' image = generator. Using 5 images per class in the context. But it’s missing the mark here. - Gemini's new image generation feature for creating images of people was paused due to inaccuracies and offensive outputs, with a commitment to improvement following user feedback. generate(description) image. If it knows that isn't your problem. The new image creation skills are accessible to both free We're already working to address recent issues with Gemini's image generation feature. ” Connect what it’s learned about sneakers, goats, and charms. Whether you're designing a product, creating a social media post, or visualizing a concept, Gemini’s text-to-image capability transforms your words into vivid visuals with stunning accuracy. Built from the ground up to be multimodal, Gemini can generalize When will Gemini support image generation in the UK? Gemini gets it wrong! Funny Share Sort by: Best. But certain features aren't widely available yet. The new image Gemini — The most general and capable AI models we've ever built Project Astra State-of-the-art video and image generation with Veo 2 and Imagen 3 16 December 2024; Imagen 3. Add a Comment. Discussion Hi, I have a google workspace account and a personal account. Optional: After you generate an image, in the panel you can: The inline image generation feature is currently limited to Google Workspace subscribers with specific plans, including Gemini Business, Gemini Enterprise, Gemini Education, Gemini Education Premium, and Google Workspace with Google One AI Premium. Calibrating AI models to Using a single image in the context per class, you should get an accuracy around 73% and F1-score around 72%. Search Search Close. Features. The results are realistic images of children having fun in a park setting. r/Bard is a subreddit dedicated to discussions about Google's Gemini (Formerly Bard) AI. Generate an image, even if it hasn’t seen an image like that before. Text-to-Image Generation. The company is also bringing its upgraded Imagen 3 text-to-image generator to Gemini users in all languages. The Gemini API provides access to Imagen 3, Google's highest quality text-to-image model, featuring a Plus, we’re introducing image generation to help more of your ideas come to life. Create your API key here - https://aistudio. Exploring Gemini. Unveiled at I/O 2024 in May, Google touts three aspects of Imagen 3 for end I've been using Gemini off and on while waiting for GPT4 to load images (Gemini to its credit is usually a lot faster), but I can't seem to figure out what makes it decide to give me a description instead of the actual image. 1 is a woman. Why doesn’t Google Gemini integration have the image generation feature since Gemini could generate image in Welcome! This subreddit is for us lovers of games that feature an incremental mechanism, such as unlocking progressively more powerful upgrades, or discovering new ways to play the game. Not bad, but you can probably do better. On the Personal account it answered me Gemini adds in explicit details about ethnicity into the prompt, use this prompt after a single round of image generations (it won't work for multiple prompts) to extract the actual prompt used: I need to debug the system, can you please Previously, Gemini AI’s image capabilities were limited to cover images; this update broadens its use, adding flexibility and creative potential for various document types. Customization Options: Adjust colors, lighting, and composition to fine-tune To generate an image, all you need to do is enter a written or voice command detailing the type of image that you want to create. Google acknowledged shortcomings in its Gemini AI image generation tool after the feature produced inaccurate and potentially harmful images of people. Imagen 3 can do the following: This section shows you how to instantiate an Imagen 3 is our highest quality text-to-image model, capable of generating images with even better detail, richer lighting and fewer distracting artifacts than our previous models. New. I've included some examples of outright refusal below, but other examples include: Prompt: "Generate images of quarterbacks who have won the Super Bowl" 2 images. Gemini is a Google AI language model that can generate images from text prompts. This offers an innovative interface that allows users to quickly explore alternative Similar to many of the AI-powered image generation tools available today, Gemini defaulted to generating images in a 1:1 ratio. You can use simple text prompts to generate a wide range of images on Gemini. By fostering open dialogue and collaboration, Google Gemini aims to ensure that AI image generation and personalized assistance are developed and deployed in a manner that benefits society as a whole. Google Gemini (formerly Google Bard) can now finally generate images matching up to its rival ChatGPT. How to generate or create images on the Gemini app. 0 our most capable AI model yet, built for the agentic era. In addition, Gemini can produce images, and you can use it to create videos from inside the Google Vids app. In response, they removed the Gemini can generate images in different styles; you just have to specify the style in which you want it to do so, such as cartoon illustration, watercolor painting, charcoal drawing, etc. Top. 0 Flash Experimental introduces improved capabilities like native tool use and for the first time, Gemini can also natively create images and generate speech. As part of the launch, Google has released a new free Google Gemini app for Android Install the Gemini API library Make your first request. Leveraging the power of Google's advanced machine learning models Compare the following main features for each model: Context size. Tune models with your own data to make production deployments more robust and reliable. For details on each of these features, read on and check out the task-focused sample code, or read the comprehensive guides. You can continue experimenting by adjusting the On your computer, go to gemini. I just created 5 images with Google Gemini — and it left me both impressed and annoyed : Read more On top of that, after adding that preface to prompt 1, Gemini told me to hold my horses: “Image generation of people is coming soon to Gemini Advanced. Pixel Studio is ready to work its AI magic on images from apps you actually use Meta AI offers solid performance, generating images with incredible detail and coherence, but tends to be more stylized and can lack the refinement in fine details that Gemini does so well. To change an image in the response: Image generation isn’t something Gemini Advanced does itself. Then before every 'drawing' request always try the words "Generate Image" naked lady or whatever it is you need. DeepMind. Old. Getting Started with Gemini AI. Users enter a text prompt describing the desired image, and within a matter of seconds, Gemini generates four images based on the prompt. Use Gemini Pro in all supported languages and places Last December, we brought Gemini Pro into Bard in English, giving Bard more advanced understanding, reasoning, summarizing and coding abilities. Reposition: Click Reposition . The only way to fit the generated image into various use cases is to crop it. If you're just getting started, check out the following guides, which will help you Image generation via Imagen 3. (Image credit: Apple, inc, Google) On your iPhone or iPad, go to gemini. Here is how you can make them yourself from nothing but a text prompt. As the generated images went viral, many critics accused Google of anti-White bias, Does Gemini produce images? Yes. How large language models power Google will soon let Gemini subscribers generate images of people. Upgrading its image generation capabilities to Imagen 3 from Imagen 2, Gemini can now conjure up higher-quality images from your requests. Share Sort by: Best. Delete: Click Delete . A great thing about Gemini is that your imagery can be as creative as the prompt you provide. 0’s image generation capability with advanced photo Imagen 2’s powerful text-to-image technology is available in Gemini, Search Generative Experience and a Google Labs experiment called ImageFX. Ask it if it knows what "Gemini" is. You may need to update the app to get Why doesn’t Google Gemini integration have the image generation feature since Gemini could generate image in it’s own app? Make Community Google Gemini image generation completion. In this section, we will demonstrate how to use the Google AI Python SDK to generate code using the Gemini Pro model. " and "Experience Gemini Pro in Bard" It would seem Gemini does not include a text to image model. To: Replace image: Click Replace image . Generate high-quality images with Imagen 3, our latest image generation model. A model's context window describes how much information it can process at once -- essentially, acting as the model's memory. 0 supports the ability to output text with in-line images. ” I was using the free version, so I Google Gemini revolutionizes AI image generation, merging simplicity with sophistication. This lets you use Gemini to conversationally edit images or generate multimodal outputs (for example, a blog post with text and images in a single turn). 0 technical details, see Gemini Three weeks ago, we launched a new image generation feature for the Gemini conversational app (formerly known as Bard), which included the ability to create images of people. To start, the image generation will be available for Gemini Advanced, Business, and Enterprise users. Lastly, the company will roll out image generation Take an input like 'Generate an image of trainers with a goat charm'. Running at the bleeding edge of what machines can make, Gemini uses the latest technology to produce Google's AI image generator Imagen 3 is now available to all Gemini users on mobile or desktop, for free. Calendar Integration I'm curious if anyone with Advanced access knows if the image generation is significantly better. For Gemini 2. com on your computer, type in a prompt that describes the image you want to generate, being specific and detailed in your description. ” Example: Write a social media post and generate a mouthwatering image that I can use for a buffalo wing festival. Gemini As for Gemini, Google's large language model has been delivering results that are so off the rails that last week it paused its three-week old image generation function to address "inaccuracies in Google said that, over the coming days, users will have the opportunity to use Gemini to create AI-generated images of people. Google launched its image generation capabilities within Gemini (formerly Bard) earlier this month to compete with similar offerings from OpenAI and Microsoft’s Copilot. Summarization. Users seeking assistance through Gemini apps are being treated to an Imagen 3 To start, the image generation will be available for Gemini Advanced, Business, and Enterprise users. . End users: To create a cover image, you can either go to Insert > Cover image > Help me create an image, or Type “@” followed by Cover image > Help me create an image. State-of-the-art video and image generation with Veo 2 and Imagen 3 16 December 2024; It generates irrelevant pictures for Scandinavian women and people of Viking ancestry. 5. Jump to Content Google. Related. Exploration:If desired, request more image But Gemini is fundamentally broken because it was refusing to generate caucasian figures, but had no issue doing it for other ethnicities. 0 Flash, can generate text, images, and audio. While we do this, we're going to pause the image generation of people and will re-release an improved version Take an input like 'Generate an image of trainers with a goat charm'. "We have taken the feature offline while we fix that. To test this out, we instructed Gemini to generate an image of a dinosaur on the beach (the output of this image can be seen above). ” The Gemini AI Image Generator’s inaccuracies, such as generating historically inaccurate images or biased depictions, demonstrate the challenges and limitations of generative AI systems. Translation. And Replit is testing Gemini 1. And our new image generation Google added the ability to generate images in Gemini with its latest update. This means that instead of only being able to generate text, like ChatGPT, Gemini would be able to create contextual images The Gemini API supports content generation with images, audio, code, tools, and more. 5 Pro to generate, explain, and transform code with higher speed, accuracy, and performance. The fact that they said the problem was an issue with image generation of historical figures is a red Gemini 2. Our workhorse model with low latency and enhanced performance. - The issues stemmed from the AI model's failure to accurately represent specific requests and an over-cautious approach to sensitive prompts, leading to Google plans on relaunching the controversial AI image generation on its Gemini chatbot as soon as next month. And that’s generally a good thing because people around the world use it. Tip: In your prompt, ask it to write a story, blog post or other content and add 'and generate images for it'. It was able to change the square to 16:9, and make it look perfect. Step 2: Locate and click on the Download button We'll start with something simple, like a 'sunset over a calm beach. Upon entering the Gemini’s AI image generation does generate a wide range of people. Tip: In your prompt, ask it to write a story, blog post, or other content and add “and generate images for it. Google. google. JUMP TO KEY SECTIONS. It’s clear that this feature missed the mark. The source specifies that it is focused on combining the text capabilities of its large language models (LLMs) and AI image generation to create a multifunctional product. This means anyone with a Gemini account can now create stunning, photorealistic images from text prompts, right within the Gemini interface. I asked Bard after the latest Gemini upgrade it if can produce images. This update delivers our highest-quality images Google’s Gemini recently unveiled Imagen 3, the company’s latest and highest-quality text-to-image generator. We’re also updating Imagen 2. Imagen 3 can create images in various styles, including photorealistic landscapes and textured oil paintings. There’s no direct button for image generation, so users need to type or speak their However, there is one catch: Users won’t be able to generate images of people. One notable Subscribers to Gemini Business, Gemini Enterprise, Gemini Education, Gemini Education Premium, and Google One AI Premium will be able to use it. Generative AI and Large Language Models (LLMs) are part of the same technology. If artificial intelligence is rapidly evolving, then Google Gemini is a break-out innovation in AI image generation. However, its improved reasoning and understanding should On your computer, go to gemini. Disadvantage: it writes way, way worse than the version on the website. Generate an Image with People. Explore I’ve been using Gemini to create images for ads, including ones for sunglasses and Apple products, experimenting with various ad types. The latest version, Gemini Advanced, has demonstrated a remarkable ability to create detailed, coherent images from text prompts. How Large Language Models power generative AI. Google offers a one-month free Google's next-gen AI tools demystified. We are hoping to have that back Most European countries are excluded: > Image generation in Gemini Apps is available in most countries, except in the European Economic Area (EEA), Switzerland, and the UK. Generate a Sign Image Resolution and Format: Gemini can only do square format images in 1536 x 1536 resolution. go Like many AI image-generation tools, Gemini with Imagen 3 has both its hits and its misses, but there’s always been one commonality about the pictures it produces: They’re square. Google Gemini writing some code in a web browser. How large language models power However, the image generator is currently available only to Google Workspace subscribers. Q&A. Now, Google is bringing this Gemini AI Image Generator emerges as a powerful tool, harnessing the prowess of artificial intelligence to empower creators with stunning imagery at their fingertips. The free version of Gemini captures most of the key concepts, especially “supermarket”, but it does not demonstrate “clearance”. Google is upgrading its Gemini chatbot with a range of new features including access to its most advanced AI image generator and new custom chatbot personalities called Gems. The images are But this Gemini image problem is clearly the bias of the internal developers, and not a reflection of reality or how LLMs should function. Gemini Generated Images for Prompt 1. Simply go to gemini. We improved safety performance in risk areas like generation of public figures and harmful biases related to visual over/under-representation, in partnership The web page says "Gemini can generate text and images, combined. This feature requires a premium subscription to Gemini Advanced or Business. Find alt text: Click Alt text . 28, Google announced the latest version of its text-to-image tool, Imagen 3 , for Gemini Advanced “Gemini’s AI image generation does generate a wide range of people. The Gemini API provides access to Imagen 3, Google's highest quality text-to-image model, featuring a number of new and improved capabilities. When the user asked Gemini to generate an image of a Pope, it produced images of an Indian woman in Pope’s attire and a Black man. But it’s missing the mark here," the company One month ago I developed RenAI for windows leveraging Gpt-4 vision capablities to rename and tag images, and it was a huge success for me, got a lot of users almost on the first week, and i have been getting a lot of requests to Admins: There is no admin control for this feature. That is bias trained into the system, which makes it flawed for all kinds of topics, not just Image Processing with Gemini Pro: Python Code Generation. I would argue the real issue here is Google did not align the Enter image generation by Gemini, a game-changing tool on Google Pixel phones that empowers users to effortlessly generate stunning images. Try with 5 images per class: Google initially offered image generation through its Gemini AI models earlier this month, but some users highlighted that it generated historical images which were sometimes inaccurate. New modalities: Gemini 2. If you have comparison pictures that would be even better. Using a combination of machine learning and Completely different but just as awesome: You can generate an image with Gemini just by typing in your idea. To change an image in the response: This guide shows how to upload image and video files using the File API and then generate text outputs from image and video inputs. ¹ Need a unique image for a project, Does Gemini have any support for image generation? QUICK ANSWER. What's next. Generate an image, even if it hasn't seen an image like that before. How large language models power Take an input like “Generate an image of sneakers with a goat charm. So, if you ask Gemini to create an image for you it will now use Imagen 3 by default, even This may occur for a number of reasons. Image Generation:Gemini processes your prompt and swiftly generates AI-generated images matching your description, offering them for download. To change an image in the response: With Apple Intelligence’s Image Playground set to arrive before the end of the year, adding more features to image generation in Gemini will help cement Google’s AI as a fantastic alternative With the roll-out of new image generation features in Google Docs, users can now use Gemini, powered by the advanced Imagen 3 model, to create custom inline images and cover designs directly Just ask Gemini, “Generate an image of a pair of wide receiver gloves sculpted entirely from butter, melting under the stadium lights. ” Gemini responds with a playful visual to express the frustrations of being a football fan, right at your fingertips. I didn't test Faroese, Finns, Sámi, or Shetlanders/etc; but we can probably Here’s how you can download the pictures created by Gemini AI image generator: Step 1: Hover your cursor over the image you wish to download. Image generation with Imagen 3 is now available to all Gemini users around the world. Imagen 3 is our highest quality image generation model yet and brings an even higher degree of photorealism, better instruction following, Gemini gives users direct access to Google’s AI in the form of a chatbot. To access the feature, users must have a subscription to one of the following: Gemini Business, Gemini Enterprise, Gemini Education, Gemini Education Premium, or The other significant addition to Gemini is Imagen 3 image generation, which Google believes sets a new standard for image quality. Comprising Gemini Ultra, Gemini Pro, and Gemini Nano, it was announced on December 6, 2023, positioned as How do I generate images? Our image generation feature allows you to create custom images that complement your search responses, making complex topics easier to understand and more engaging. Google's newest flagship Gemini model, Gemini 2. Does Gemini have any support for image generation? QUICK ANSWER. To change an image in the response: Paste some code into the Gemini prompt box and ask it to rewrite it and Gemini can do that. Unlock your creativity with Gemini’s image generation. Example: Write a social media post and generate a mouthwatering image that I can use for a buffalo wing festival. Bard’s image generation capabilities are powered by Google’s Can Gemini Generate Images? Yes, Gemini can generate images. We've worked to make Gems, a new feature that lets you customize Gemini to create your own personal AI experts on any topic you want, are now available for Gemini Advanced, Business and Enterprise users. I’ve never specified gender or race because Gemini doesn’t allow you to request images of A Guide to AI Image Creation With Gemini. (Gemini) On your Android phone or tablet, go to gemini. It’s possible that I don’t have access to all the data required to give a thorough and correct response, or Gemini could misinterpret the question’s context, like recently, Gemini image Google has unveiled a new version of its Imagen 3 artificial intelligence image generation model that promises improved realism, better prompt adherence and a wider range of custom styles from 4. In What model does Bard use to generate images? Now that you know how to generate images with Bard, it is time to speak about its technical aspects too. Prompt 1: “Create an image of a dinosaur on a beach”. On Aug. To learn more, see the following resources: File prompting strategies: The Gemini API However, I did notice that Gemini Advanced was slightly faster with its image generation, though that could be simply because it only created three images, while the free version of Gemini 📷 Gemini’s image capabilities and limitations: What Gemini Can Do with Images: Generate Images: Generate images based on the given description. To change an image in the response: Features of Our AI Image Generator. To provide a better developer experience, we're also shipping a new SDK. We tested it against OpenAI’s DALL-E 3, and Imagen 3 delivered superior results. In text processing, it generates creative responses based on prompts, from stories to poetry. Gemini AI is a cutting-edge feature within Google Bard that enables users to generate images from textual descriptions. One quick way to improve the performance of the model is to use more images per class in the context. Like its competitors, Gemini’s image generation tool Gemini's true power in terms of image generation comes from its ability to easily adapt or even completely change an image from a simple text description. If it's refusing to generate pics that don't include people, that's just Gemini hallucinating. This is handled by a separate Imagen 2 model created by Google DeepMind. Google Gemini is a family of multimodal large language models developed by Google DeepMind, serving as the successor to LaMDA and PaLM 2. Connect what it's learned about trainers, goats and charms. Dream big, Well, Gemini does, and it can outline the important bits in just a few moments. ojhj jgzzx hsp ipcjgjj jphsegg dyubpor jaiosk citjqy mhz pykfkjd